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Volumn , Issue , 2012, Pages 307-314

Integer linear programming approach to learning bayesian network structure: Towards the essential graph

Author keywords

[No Author keywords available]

Indexed keywords

ACYCLIC DIRECTED GRAPH; CHAIN GRAPH; ESSENTIAL GRAPH; GEOMETRIC APPROACHES; GLOBAL MAXIMUM; ILP OPTIMIZATIONS; INTEGER LINEAR PROGRAMMING; LEARNING BAYESIAN NETWORKS; LINEAR INEQUALITIES; THEORETICAL RESULT; ZERO-ONE;

EID: 84874745648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (21)
  • 1
    • 0031531764 scopus 로고    scopus 로고
    • A characterization of Markov equivalence classes for acyclic digraphs
    • Steen A. Andersson, David Madigan and Michael D. Perlman. 1997. A characterization of Markov equivalence classes for acyclic digraphs. Annals of Statistics, 25(2):505-541.
    • (1997) Annals of Statistics , vol.25 , Issue.2 , pp. 505-541
    • Andersson, S.A.1    Madigan, D.2    Perlman, M.D.3
  • 3
  • 7
    • 79955857786 scopus 로고    scopus 로고
    • Efficient structure learning Bayesian networks using constraints
    • Cassio P. de Campos and Qiang Ji. 2011. Efficient structure learning Bayesian networks using constraints. Journal of Machine Learning Research, 12:663-689.
    • (2011) Journal of Machine Learning Research , vol.12 , pp. 663-689
    • Campos De, C.P.1    Ji, Q.2
  • 8
    • 34249761849 scopus 로고
    • Learning Bayesian networks: The combination of knowledge and statistical data
    • David Heckerman, Dan Geiger and David M. Chickering. 1995. Learning Bayesian networks: the combination of knowledge and statistical data. Machine Learning, 20:194-243.
    • (1995) Machine Learning , vol.20 , pp. 194-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 13
    • 0000120766 scopus 로고
    • Estimation of the dimension of a model
    • Gideon E. Schwarz. 1978. Estimation of the dimension of a model. Annals of Statistics, 6:461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Gideon, E.1    Schwarz2
  • 20
    • 84874744236 scopus 로고    scopus 로고
    • Research report n. 2323, Institute of Information Theory and Automation of the ASCR; available through staff.utia.cas.cz/studeny/f18.html
    • Milan Studeny. 2012. LP relaxations and pruning for characteristic imsets. Research report n. 2323, Institute of Information Theory and Automation of the ASCR; available through staff.utia.cas.cz/studeny/f18.html.
    • (2012) LP Relaxations and Pruning for Characteristic Imsets
    • Studeny, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.